Coordinated Gene Activity in Pattern Sets


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Documentation for package ‘CoGAPS’ version 3.13.0

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CoGAPS-package CoGAPS: Coordinated Gene Activity in Pattern Sets
binaryA binary heatmap for standardized feature matrix
binaryA-method binary heatmap for standardized feature matrix
buildReport Information About Package Compilation
calcCoGAPSStat calculate statistic on sets of measurements (genes) or samples
calcCoGAPSStat-method calculate statistic on sets of measurements (genes) or samples
calcGeneGSStat probability gene belongs in gene set
calcGeneGSStat-method probability gene belongs in gene set
calcZ compute z-score matrix
calcZ-method compute z-score matrix
checkpointsEnabled Check if package was built with checkpoints enabled
CoGAPS CoGAPS Matrix Factorization Algorithm
CogapsParams CogapsParams constructor
CogapsParams-class CogapsParams
CogapsResult-class CogapsResult
compiledWithOpenMPSupport Check if compiler supported OpenMP
computeGeneGSProb compute gene probability
computeGeneGSProb-method compute gene probability
findConsensusMatrix find the consensus pattern matrix across all subsets
getAmplitudeMatrix return Amplitude matrix from CogapsResult object
getAmplitudeMatrix-method return Amplitude matrix from CogapsResult object
getClusteredPatterns return clustered patterns from set of all patterns across all subsets
getClusteredPatterns-method return clustered patterns from set of all patterns across all subsets
getCorrelationToMeanPattern return correlation between each pattern and the cluster mean
getCorrelationToMeanPattern-method return correlation between each pattern and the cluster mean
getFeatureLoadings return featureLoadings matrix from CogapsResult object
getFeatureLoadings-method return featureLoadings matrix from CogapsResult object
getMeanChiSq return chi-sq of final matrices
getMeanChiSq-method return chi-sq of final matrices
getOriginalParameters return original parameters used to generate this result
getOriginalParameters-method return original parameters used to generate this result
getParam get the value of a parameter
getParam-method get the value of a parameter
getPatternMatrix return pattern matrix from CogapsResult object
getPatternMatrix-method return pattern matrix from CogapsResult object
getRetinaSubset get specified number of retina subsets
getSampleFactors return sampleFactors matrix from CogapsResult object
getSampleFactors-method return sampleFactors matrix from CogapsResult object
getSubsets return the names of the genes (samples) in each subset
getSubsets-method return the names of the genes (samples) in each subset
getUnmatchedPatterns return unmatched patterns from each subset
getUnmatchedPatterns-method return unmatched patterns from each subset
getVersion return version number used to generate this result
getVersion-method return version number used to generate this result
GIST.data_frame GIST gene expression data from Ochs et al. (2009)
GIST.matrix GIST gene expression data from Ochs et al. (2009)
GIST.result CoGAPS result from running on GIST dataset
GIST.uncertainty GIST gene expression uncertainty matrix from Ochs et al. (2009)
GWCoGAPS Genome Wide CoGAPS
initialize-method constructor for CogapsParams
initialize-method Constructor for CogapsResult
patternMarkers compute pattern markers statistic
patternMarkers-method compute pattern markers statistic
plotPatternMarkers heatmap of original data clustered by pattern markers statistic
plotResiduals plot of residuals
plotResiduals-method plot of residuals
reconstructGene reconstruct gene
reconstructGene-method reconstruct gene
scCoGAPS Single Cell CoGAPS
setAnnotationWeights set the annotation labels and weights for subsetting the data
setAnnotationWeights-method set the annotation labels and weights for subsetting the data
setDistributedParams set the value of parameters for distributed CoGAPS
setDistributedParams-method set the value of parameters for distributed CoGAPS
setFixedPatterns set the fixed patterns for either the A or the P matrix
setFixedPatterns-method set the fixed patterns for either the A or the P matrix
setParam set the value of a parameter
setParam-method set the value of a parameter